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1

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Optimal Client Recommendation for Market Makers in Illiquid Financial Products

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 941 KB

english, 2017

2

Adaptive random forests for evolving data stream classification

Gomes, Heitor M., Bifet, Albert, Read, Jesse, Barddal, Jean Paul, Enembreck, Fabrício, Pfharinger, Bernhard, Holmes, Geoff, Abdessalem, Talel

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.13 MB

english, 2017

3

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Session-Based Fraud Detection in Online E-Commerce Transactions Using Recurrent Neural Networks

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 737 KB

english, 2017

4

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 ||

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 41.45 MB

english, 2017

5

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Modeling the Temporal Nature of Human Behavior for Demographics Prediction

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 892 KB

english, 2017

6

Correction to: Adaptive random forests for evolving data stream classification

Gomes, Heitor M., Bifet, Albert, Read, Jesse, Barddal, Jean Paul, Enembreck, Fabrício, Pfahringer, Bernhard, Holmes, Geoff, Abdessalem, Talel

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 303 KB

english, 2019

7

Classifier chains for multi-label classification

Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 856 KB

english, 2011

8

Scalable and efficient multi-label classification for evolving data streams

Read, Jesse, Bifet, Albert, Holmes, Geoff, Pfahringer, Bernhard

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 986 KB

english, 2012

9

Evaluation methods and decision theory for classification of streaming data with temporal dependence

Žliobaitė, Indrė, Bifet, Albert, Read, Jesse, Pfahringer, Bernhard, Holmes, Geoff

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 814 KB

english, 2015

10

Independent Doubly Adaptive Rejection Metropolis Sampling Within Gibbs Sampling

Martino, Luca, Read, Jesse, Luengo, David

Journal:

IEEE Transactions on Signal Processing

Year:

2015

Language:

english

File:

PDF, 3.73 MB

english, 2015

11

[ACM Press the 21th ACM SIGKDD International Conference - Sydney, NSW, Australia (2015.08.10-2015.08.13)] Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 - Efficient Online Evaluation of Big Data Stream Classifiers

Bifet, Albert, de Francisci Morales, Gianmarco, Read, Jesse, Holmes, Geoff, Pfahringer, Bernhard

Year:

2015

Language:

english

File:

PDF, 713 KB

english, 2015

12

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Process-Based Modeling and Design of Dynamical Systems

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 176 KB

english, 2017

13

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || TF Boosted Trees: A Scalable TensorFlow Based Framework for Gradient Boosting

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 355 KB

english, 2017

14

An analysis of ambulatory blood pressure monitoring using multi-label classification

Douibi, Khalida, Settouti, Nesma, Chikh, Mohammed Amine, Read, Jesse, Benabid, Mohamed Malik

Journal:

Australasian Physical & Engineering Sciences in Medicine

Year:

2018

Language:

english

File:

PDF, 2.78 MB

english, 2018

15

Introduction to the special issue on Big Data, IoT Streams and Heterogeneous Source Mining

Read, Jesse, Bifet, Albert, Fan, Wei, Yang, Qiang, Yu, Philip

Journal:

International Journal of Data Science and Analytics

Year:

2019

Language:

english

File:

PDF, 156 KB

english, 2019

16

Machine learning for streaming data

Gomes, Heitor Murilo, Read, Jesse, Bifet, Albert, Barddal, Jean Paul, Gama, João

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2019

File:

PDF, 359 KB

2019

17

An empirical analysis of binary transformation strategies and base algorithms for multi-label learning

Rivolli, Adriano, Read, Jesse, Soares, Carlos, Pfahringer, Bernhard, de Carvalho, AndrÃ© C. P. L. F.

Journal:

Machine Learning

Year:

2020

File:

PDF, 1.53 MB

2020

18

The effects of sorghum proanthocyanidins on digestive enzyme activity in vitro and in the digestive tract of chicken

Bethule Nyamambi, Lindela R Ndlovu, John S Read, Jess D Reed

Journal:

Journal of the Science of Food and Agriculture

Year:

2000

Language:

english

File:

PDF, 166 KB

english, 2000

19

A multi-point Metropolis scheme with generic weight functions

Luca Martino, Victor Pascual Del Olmo, Jesse Read

Journal:

Statistics & Probability Letters

Year:

2012

Language:

english

File:

PDF, 425 KB

english, 2012

20

On the flexibility of the design of multiple try Metropolis schemes

Luca Martino, Jesse Read

Journal:

Computational Statistics

Year:

2013

Language:

english

File:

PDF, 723 KB

english, 2013

21

Efficient monte carlo methods for multi-dimensional learning with classifier chains

Read, Jesse, Martino, Luca, Luengo, David

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 594 KB

english, 2014

22

A distributed particle filter for nonlinear tracking in wireless sensor networks

Read, Jesse, Achutegui, Katrin, Míguez, Joaquín

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 661 KB

english, 2014

23

Multi-Dimensional Classification with Super-Classes

Read, Jesse, Bielza, Concha, Larranaga, Pedro

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 1.87 MB

english, 2014

24

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Multi-label Classification Using Ensembles of Pruned Sets

Read, Jesse, Pfahringer, Bernhard, Holmes, Geoff

Year:

2008

Language:

english

File:

PDF, 202 KB

english, 2008

25

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Efficient monte carlo optimization for multi-label classifier chains

Read, Jesse, Martino, Luca, Luengo, David

Year:

2013

Language:

english

File:

PDF, 250 KB

english, 2013

26

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Independent doubly Adaptive Rejection Metropolis Sampling

Martino, Luca, Read, Jesse, Luengo, David

Year:

2014

Language:

english

File:

PDF, 772 KB

english, 2014

27

Lake microbial communities are resilient after a whole-ecosystem disturbance

Shade, Ashley, Read, Jordan S, Youngblut, Nicholas D, Fierer, Noah, Knight, Rob, Kratz, Timothy K, Lottig, Noah R, Roden, Eric E, Stanley, Emily H, Stombaugh, Jesse, Whitaker, Rachel J, Wu, Chin H, Mc

Journal:

The ISME Journal

Year:

2012

Language:

english

File:

PDF, 1.09 MB

english, 2012

28

Scalable multi-output label prediction: From classifier chains to classifier trellises

Read, Jesse, Martino, Luca, Olmos, Pablo M., Luengo, David

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 3.25 MB

english, 2015

29

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Multi-label Classification with Meta-Labels

Read, Jesse, Puurula, Antti, Bifet, Albert

Year:

2014

Language:

english

File:

PDF, 217 KB

english, 2014

30

[ACM Press the 28th Annual ACM Symposium - Coimbra, Portugal (2013.03.18-2013.03.22)] Proceedings of the 28th Annual ACM Symposium on Applied Computing - SAC '13 - Efficient data stream classification via probabilistic adaptive windows

Bifet, Albert, Pfahringer, Bernhard, Read, Jesse, Holmes, Geoff

Year:

2013

Language:

english

File:

PDF, 568 KB

english, 2013

31

[ACM Press the 30th Annual ACM Symposium - Salamanca, Spain (2015.04.13-2015.04.17)] Proceedings of the 30th Annual ACM Symposium on Applied Computing - SAC '15 - Deep learning in partially-labeled data streams

Read, Jesse, Perez-Cruz, Fernando, Bifet, Albert

Year:

2015

Language:

english

File:

PDF, 844 KB

english, 2015

32

Labeling sensing data for mobility modeling

Read, Jesse, Žliobaitė, Indrė, Hollmén, Jaakko

Journal:

Information Systems

Year:

2015

Language:

english

File:

PDF, 2.04 MB

english, 2015

33

[IEEE 2015 IEEE Trustcom/BigDataSE/ISPA - Helsinki, Finland (2015.8.20-2015.8.22)] 2015 IEEE Trustcom/BigDataSE/ISPA - Data Stream Classification Using Random Feature Functions and Novel Method Combinations

Read, Jesse, Bifet, Albert

Year:

2015

Language:

english

File:

PDF, 2.01 MB

english, 2015

34

CLTAD International Conference, 1213 April 2010, Berlin Creative partnerships: Helping creative writing and visual practice students to make links between their creative processes and their personal, vocational and academic development

Reading, Christina, Moriarty, Jess

Journal:

Journal of Writing in Creative Practice

Year:

2010

Language:

english

File:

PDF, 437 KB

english, 2010

35

Data stream classification using random feature functions and novel method combinations

Marrón, Diego, Read, Jesse, Bifet, Albert, Navarro, Nacho

Journal:

Journal of Systems and Software

Year:

2016

Language:

english

File:

PDF, 2.19 MB

english, 2016

36

Identifying the main drivers for the production and maturation of Scots pine tracheids along a temperature gradient

Kulmala, Liisa, Read, Jesse, Nöjd, Pekka, Rathgeber, Cyrille B.K., Cuny, Henri E., Hollmén, Jaakko, Mäkinen, Harri

Journal:

Agricultural and Forest Meteorology

Year:

2017

Language:

english

File:

PDF, 1.26 MB

english, 2017

37

Multi-label methods for prediction with sequential data

Read, Jesse, Martino, Luca, Hollmén, Jaakko

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 927 KB

english, 2017

38

Cooperative parallel particle filters for online model selection and applications to urban mobility

Martino, Luca, Read, Jesse, Elvira, Víctor, Louzada, Francisco

Journal:

Digital Signal Processing

Year:

2017

Language:

english

File:

PDF, 1.51 MB

english, 2017

39

A survey of evaluation methods for personal route and destination prediction from mobility traces

Stegmann, Roelant A., Žliobaitė, Indrė, Tolvanen, Tuukka, Hollmén, Jaakko, Read, Jesse

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 1.19 MB

english, 2017

40

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Analyzing Granger Causality in Climate Data with Time Series Classification Methods

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 497 KB

english, 2017

41

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Unsupervised Signature Extraction from Forensic Logs

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 321 KB

english, 2017

42

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Image Representation, Annotation and Retrieval with Predictive Clustering Trees

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 102 KB

english, 2017

43

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Structural Semantic Models for Automatic Analysis of Urban Areas

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 7.59 MB

english, 2017

44

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

45

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Taking It for a Test Drive: A Hybrid Spatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field Test

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 713 KB

english, 2017

46

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport Plays

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 462 KB

english, 2017

47

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Event Detection and Summarization Using Phrase Network

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 320 KB

english, 2017

48

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Lit@EVE: Explainable Recommendation Based on Wikipedia Concept Vectors

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 476 KB

english, 2017

49

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || TrAnET: Tracking and Analyzing the Evolution of Topics in Information Networks

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 567 KB

english, 2017

50

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Urban Water Flow and Water Level Prediction Based on Deep Learning

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 2.64 MB

english, 2017

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